End of training

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: TuALe/Tu_Le_Pokemon_Classifier
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# TuALe/Tu_Le_Pokemon_Classifier
+
+This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 2.6112
+- Validation Loss: 2.5356
+- Train Accuracy: 0.915
+- Epoch: 4
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 4000, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Validation Loss | Train Accuracy | Epoch |
+|:----------:|:---------------:|:--------------:|:-----:|
+| 4.6606     | 4.3303          | 0.475          | 0     |
+| 4.0521     | 3.8109          | 0.78           | 1     |
+| 3.5169     | 3.3200          | 0.875          | 2     |
+| 3.0280     | 2.8918          | 0.885          | 3     |
+| 2.6112     | 2.5356          | 0.915          | 4     |
+
+
+### Framework versions
+
+- Transformers 4.29.2
+- TensorFlow 2.12.0
+- Datasets 2.6.1
+- Tokenizers 0.13.3

config.json

@@ -0,0 +1,326 @@
+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Porygon",
+    "1": "Goldeen",
+    "2": "Hitmonlee",
+    "3": "Hitmonchan",
+    "4": "Gloom",
+    "5": "Aerodactyl",
+    "6": "Mankey",
+    "7": "Seadra",
+    "8": "Gengar",
+    "9": "Venonat",
+    "10": "Articuno",
+    "11": "Seaking",
+    "12": "Dugtrio",
+    "13": "Machop",
+    "14": "Jynx",
+    "15": "Oddish",
+    "16": "Dodrio",
+    "17": "Dragonair",
+    "18": "Weedle",
+    "19": "Golduck",
+    "20": "Flareon",
+    "21": "Krabby",
+    "22": "Parasect",
+    "23": "Ninetales",
+    "24": "Nidoqueen",
+    "25": "Kabutops",
+    "26": "Drowzee",
+    "27": "Caterpie",
+    "28": "Jigglypuff",
+    "29": "Machamp",
+    "30": "Clefairy",
+    "31": "Kangaskhan",
+    "32": "Dragonite",
+    "33": "Weepinbell",
+    "34": "Fearow",
+    "35": "Bellsprout",
+    "36": "Grimer",
+    "37": "Nidorina",
+    "38": "Staryu",
+    "39": "Horsea",
+    "40": "Electabuzz",
+    "41": "Dratini",
+    "42": "Machoke",
+    "43": "Magnemite",
+    "44": "Squirtle",
+    "45": "Gyarados",
+    "46": "Pidgeot",
+    "47": "Bulbasaur",
+    "48": "Nidoking",
+    "49": "Golem",
+    "50": "Dewgong",
+    "51": "Moltres",
+    "52": "Zapdos",
+    "53": "Poliwrath",
+    "54": "Vulpix",
+    "55": "Beedrill",
+    "56": "Charmander",
+    "57": "Abra",
+    "58": "Zubat",
+    "59": "Golbat",
+    "60": "Wigglytuff",
+    "61": "Charizard",
+    "62": "Slowpoke",
+    "63": "Poliwag",
+    "64": "Tentacruel",
+    "65": "Rhyhorn",
+    "66": "Onix",
+    "67": "Butterfree",
+    "68": "Exeggcute",
+    "69": "Sandslash",
+    "70": "Pinsir",
+    "71": "Rattata",
+    "72": "Growlithe",
+    "73": "Haunter",
+    "74": "Pidgey",
+    "75": "Ditto",
+    "76": "Farfetchd",
+    "77": "Pikachu",
+    "78": "Raticate",
+    "79": "Wartortle",
+    "80": "Vaporeon",
+    "81": "Cloyster",
+    "82": "Hypno",
+    "83": "Arbok",
+    "84": "Metapod",
+    "85": "Tangela",
+    "86": "Kingler",
+    "87": "Exeggutor",
+    "88": "Kadabra",
+    "89": "Seel",
+    "90": "Voltorb",
+    "91": "Chansey",
+    "92": "Venomoth",
+    "93": "Ponyta",
+    "94": "Vileplume",
+    "95": "Koffing",
+    "96": "Blastoise",
+    "97": "Tentacool",
+    "98": "Lickitung",
+    "99": "Paras",
+    "100": "Clefable",
+    "101": "Cubone",
+    "102": "Marowak",
+    "103": "Nidorino",
+    "104": "Jolteon",
+    "105": "Muk",
+    "106": "Magikarp",
+    "107": "Slowbro",
+    "108": "Tauros",
+    "109": "Kabuto",
+    "110": "Spearow",
+    "111": "Sandshrew",
+    "112": "Eevee",
+    "113": "Kakuna",
+    "114": "Omastar",
+    "115": "Ekans",
+    "116": "Geodude",
+    "117": "Magmar",
+    "118": "Snorlax",
+    "119": "Meowth",
+    "120": "Pidgeotto",
+    "121": "Venusaur",
+    "122": "Persian",
+    "123": "Rhydon",
+    "124": "Starmie",
+    "125": "Charmeleon",
+    "126": "Lapras",
+    "127": "Alakazam",
+    "128": "Graveler",
+    "129": "Psyduck",
+    "130": "Rapidash",
+    "131": "Doduo",
+    "132": "Magneton",
+    "133": "Arcanine",
+    "134": "Electrode",
+    "135": "Omanyte",
+    "136": "Poliwhirl",
+    "137": "Mew",
+    "138": "Alolan Sandslash",
+    "139": "Mewtwo",
+    "140": "Weezing",
+    "141": "Gastly",
+    "142": "Victreebel",
+    "143": "Ivysaur",
+    "144": "MrMime",
+    "145": "Shellder",
+    "146": "Scyther",
+    "147": "Diglett",
+    "148": "Primeape",
+    "149": "Raichu"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Abra": 57,
+    "Aerodactyl": 5,
+    "Alakazam": 127,
+    "Alolan Sandslash": 138,
+    "Arbok": 83,
+    "Arcanine": 133,
+    "Articuno": 10,
+    "Beedrill": 55,
+    "Bellsprout": 35,
+    "Blastoise": 96,
+    "Bulbasaur": 47,
+    "Butterfree": 67,
+    "Caterpie": 27,
+    "Chansey": 91,
+    "Charizard": 61,
+    "Charmander": 56,
+    "Charmeleon": 125,
+    "Clefable": 100,
+    "Clefairy": 30,
+    "Cloyster": 81,
+    "Cubone": 101,
+    "Dewgong": 50,
+    "Diglett": 147,
+    "Ditto": 75,
+    "Dodrio": 16,
+    "Doduo": 131,
+    "Dragonair": 17,
+    "Dragonite": 32,
+    "Dratini": 41,
+    "Drowzee": 26,
+    "Dugtrio": 12,
+    "Eevee": 112,
+    "Ekans": 115,
+    "Electabuzz": 40,
+    "Electrode": 134,
+    "Exeggcute": 68,
+    "Exeggutor": 87,
+    "Farfetchd": 76,
+    "Fearow": 34,
+    "Flareon": 20,
+    "Gastly": 141,
+    "Gengar": 8,
+    "Geodude": 116,
+    "Gloom": 4,
+    "Golbat": 59,
+    "Goldeen": 1,
+    "Golduck": 19,
+    "Golem": 49,
+    "Graveler": 128,
+    "Grimer": 36,
+    "Growlithe": 72,
+    "Gyarados": 45,
+    "Haunter": 73,
+    "Hitmonchan": 3,
+    "Hitmonlee": 2,
+    "Horsea": 39,
+    "Hypno": 82,
+    "Ivysaur": 143,
+    "Jigglypuff": 28,
+    "Jolteon": 104,
+    "Jynx": 14,
+    "Kabuto": 109,
+    "Kabutops": 25,
+    "Kadabra": 88,
+    "Kakuna": 113,
+    "Kangaskhan": 31,
+    "Kingler": 86,
+    "Koffing": 95,
+    "Krabby": 21,
+    "Lapras": 126,
+    "Lickitung": 98,
+    "Machamp": 29,
+    "Machoke": 42,
+    "Machop": 13,
+    "Magikarp": 106,
+    "Magmar": 117,
+    "Magnemite": 43,
+    "Magneton": 132,
+    "Mankey": 6,
+    "Marowak": 102,
+    "Meowth": 119,
+    "Metapod": 84,
+    "Mew": 137,
+    "Mewtwo": 139,
+    "Moltres": 51,
+    "MrMime": 144,
+    "Muk": 105,
+    "Nidoking": 48,
+    "Nidoqueen": 24,
+    "Nidorina": 37,
+    "Nidorino": 103,
+    "Ninetales": 23,
+    "Oddish": 15,
+    "Omanyte": 135,
+    "Omastar": 114,
+    "Onix": 66,
+    "Paras": 99,
+    "Parasect": 22,
+    "Persian": 122,
+    "Pidgeot": 46,
+    "Pidgeotto": 120,
+    "Pidgey": 74,
+    "Pikachu": 77,
+    "Pinsir": 70,
+    "Poliwag": 63,
+    "Poliwhirl": 136,
+    "Poliwrath": 53,
+    "Ponyta": 93,
+    "Porygon": 0,
+    "Primeape": 148,
+    "Psyduck": 129,
+    "Raichu": 149,
+    "Rapidash": 130,
+    "Raticate": 78,
+    "Rattata": 71,
+    "Rhydon": 123,
+    "Rhyhorn": 65,
+    "Sandshrew": 111,
+    "Sandslash": 69,
+    "Scyther": 146,
+    "Seadra": 7,
+    "Seaking": 11,
+    "Seel": 89,
+    "Shellder": 145,
+    "Slowbro": 107,
+    "Slowpoke": 62,
+    "Snorlax": 118,
+    "Spearow": 110,
+    "Squirtle": 44,
+    "Starmie": 124,
+    "Staryu": 38,
+    "Tangela": 85,
+    "Tauros": 108,
+    "Tentacool": 97,
+    "Tentacruel": 64,
+    "Vaporeon": 80,
+    "Venomoth": 92,
+    "Venonat": 9,
+    "Venusaur": 121,
+    "Victreebel": 142,
+    "Vileplume": 94,
+    "Voltorb": 90,
+    "Vulpix": 54,
+    "Wartortle": 79,
+    "Weedle": 18,
+    "Weepinbell": 33,
+    "Weezing": 140,
+    "Wigglytuff": 60,
+    "Zapdos": 52,
+    "Zubat": 58
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "qkv_bias": true,
+  "transformers_version": "4.29.2"
+}

preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

tf_model.h5

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